# -*- coding:utf-8 -*- from __future__ import annotations from typing import TYPE_CHECKING, Any, Callable, Dict, List, Tuple, Type import logging import json import os import datetime import hashlib import csv import requests import re import html import sys import subprocess import gradio as gr from pypinyin import lazy_pinyin import tiktoken import mdtex2html from markdown import markdown from pygments import highlight from pygments.lexers import get_lexer_by_name from pygments.formatters import HtmlFormatter from modules.presets import * import modules.shared as shared logging.basicConfig( level=logging.INFO, format="%(asctime)s [%(levelname)s] [%(filename)s:%(lineno)d] %(message)s", ) if TYPE_CHECKING: from typing import TypedDict class DataframeData(TypedDict): headers: List[str] data: List[List[str | int | bool]] def count_token(message): encoding = tiktoken.get_encoding("cl100k_base") input_str = f"role: {message['role']}, content: {message['content']}" length = len(encoding.encode(input_str)) return length def markdown_to_html_with_syntax_highlight(md_str): def replacer(match): lang = match.group(1) or "text" code = match.group(2) try: lexer = get_lexer_by_name(lang, stripall=True) except ValueError: lexer = get_lexer_by_name("text", stripall=True) formatter = HtmlFormatter() highlighted_code = highlight(code, lexer, formatter) return f'
{highlighted_code}
' code_block_pattern = r"```(\w+)?\n([\s\S]+?)\n```" md_str = re.sub(code_block_pattern, replacer, md_str, flags=re.MULTILINE) html_str = markdown(md_str) return html_str def normalize_markdown(md_text: str) -> str: lines = md_text.split("\n") normalized_lines = [] inside_list = False for i, line in enumerate(lines): if re.match(r"^(\d+\.|-|\*|\+)\s", line.strip()): if not inside_list and i > 0 and lines[i - 1].strip() != "": normalized_lines.append("") inside_list = True normalized_lines.append(line) elif inside_list and line.strip() == "": if i < len(lines) - 1 and not re.match( r"^(\d+\.|-|\*|\+)\s", lines[i + 1].strip() ): normalized_lines.append(line) continue else: inside_list = False normalized_lines.append(line) return "\n".join(normalized_lines) def convert_mdtext(md_text): code_block_pattern = re.compile(r"```(.*?)(?:```|$)", re.DOTALL) inline_code_pattern = re.compile(r"`(.*?)`", re.DOTALL) code_blocks = code_block_pattern.findall(md_text) non_code_parts = code_block_pattern.split(md_text)[::2] result = [] for non_code, code in zip(non_code_parts, code_blocks + [""]): if non_code.strip(): non_code = normalize_markdown(non_code) if inline_code_pattern.search(non_code): result.append(markdown(non_code, extensions=["tables"])) else: result.append(mdtex2html.convert(non_code, extensions=["tables"])) if code.strip(): # _, code = detect_language(code) # 暂时去除代码高亮功能,因为在大段代码的情况下会出现问题 # code = code.replace("\n\n", "\n") # 暂时去除代码中的空行,因为在大段代码的情况下会出现问题 code = f"\n```{code}\n\n```" code = markdown_to_html_with_syntax_highlight(code) result.append(code) result = "".join(result) result += ALREADY_CONVERTED_MARK return result def convert_asis(userinput): return ( f'

{html.escape(userinput)}

' + ALREADY_CONVERTED_MARK ) def detect_converted_mark(userinput): if userinput.endswith(ALREADY_CONVERTED_MARK): return True else: return False def detect_language(code): if code.startswith("\n"): first_line = "" else: first_line = code.strip().split("\n", 1)[0] language = first_line.lower() if first_line else "" code_without_language = code[len(first_line) :].lstrip() if first_line else code return language, code_without_language def construct_text(role, text): return {"role": role, "content": text} def construct_user(text): return construct_text("user", text) def construct_system(text): return construct_text("system", text) def construct_assistant(text): return construct_text("assistant", text) def construct_token_message(token, stream=False): return f"Token 计数: {token}" def delete_first_conversation(history, previous_token_count): if history: del history[:2] del previous_token_count[0] return ( history, previous_token_count, construct_token_message(sum(previous_token_count)), ) def delete_last_conversation(chatbot, history, previous_token_count): if len(chatbot) > 0 and standard_error_msg in chatbot[-1][1]: logging.info("由于包含报错信息,只删除chatbot记录") chatbot.pop() return chatbot, history if len(history) > 0: logging.info("删除了一组对话历史") history.pop() history.pop() if len(chatbot) > 0: logging.info("删除了一组chatbot对话") chatbot.pop() if len(previous_token_count) > 0: logging.info("删除了一组对话的token计数记录") previous_token_count.pop() return ( chatbot, history, previous_token_count, construct_token_message(sum(previous_token_count)), ) def save_file(filename, system, history, chatbot): logging.info("保存对话历史中……") os.makedirs(HISTORY_DIR, exist_ok=True) if filename.endswith(".json"): json_s = {"system": system, "history": history, "chatbot": chatbot} print(json_s) with open(os.path.join(HISTORY_DIR, filename), "w") as f: json.dump(json_s, f) elif filename.endswith(".md"): md_s = f"system: \n- {system} \n" for data in history: md_s += f"\n{data['role']}: \n- {data['content']} \n" with open(os.path.join(HISTORY_DIR, filename), "w", encoding="utf8") as f: f.write(md_s) logging.info("保存对话历史完毕") return os.path.join(HISTORY_DIR, filename) def save_chat_history(filename, system, history, chatbot): if filename == "": return if not filename.endswith(".json"): filename += ".json" return save_file(filename, system, history, chatbot) def export_markdown(filename, system, history, chatbot): if filename == "": return if not filename.endswith(".md"): filename += ".md" return save_file(filename, system, history, chatbot) def load_chat_history(filename, system, history, chatbot): logging.info("加载对话历史中……") if type(filename) != str: filename = filename.name try: with open(os.path.join(HISTORY_DIR, filename), "r") as f: json_s = json.load(f) try: if type(json_s["history"][0]) == str: logging.info("历史记录格式为旧版,正在转换……") new_history = [] for index, item in enumerate(json_s["history"]): if index % 2 == 0: new_history.append(construct_user(item)) else: new_history.append(construct_assistant(item)) json_s["history"] = new_history logging.info(new_history) except: # 没有对话历史 pass logging.info("加载对话历史完毕") return filename, json_s["system"], json_s["history"], json_s["chatbot"] except FileNotFoundError: logging.info("没有找到对话历史文件,不执行任何操作") return filename, system, history, chatbot def sorted_by_pinyin(list): return sorted(list, key=lambda char: lazy_pinyin(char)[0][0]) def get_file_names(dir, plain=False, filetypes=[".json"]): logging.info(f"获取文件名列表,目录为{dir},文件类型为{filetypes},是否为纯文本列表{plain}") files = [] try: for type in filetypes: files += [f for f in os.listdir(dir) if f.endswith(type)] except FileNotFoundError: files = [] files = sorted_by_pinyin(files) if files == []: files = [""] if plain: return files else: return gr.Dropdown.update(choices=files) def get_history_names(plain=False): logging.info("获取历史记录文件名列表") return get_file_names(HISTORY_DIR, plain) def load_template(filename, mode=0): logging.info(f"加载模板文件{filename},模式为{mode}(0为返回字典和下拉菜单,1为返回下拉菜单,2为返回字典)") lines = [] logging.info("Loading template...") if filename.endswith(".json"): with open(os.path.join(TEMPLATES_DIR, filename), "r", encoding="utf8") as f: lines = json.load(f) lines = [[i["act"], i["prompt"]] for i in lines] else: with open( os.path.join(TEMPLATES_DIR, filename), "r", encoding="utf8" ) as csvfile: reader = csv.reader(csvfile) lines = list(reader) lines = lines[1:] if mode == 1: return sorted_by_pinyin([row[0] for row in lines]) elif mode == 2: return {row[0]: row[1] for row in lines} else: choices = sorted_by_pinyin([row[0] for row in lines]) return {row[0]: row[1] for row in lines}, gr.Dropdown.update( choices=choices, value=choices[0] ) def get_template_names(plain=False): logging.info("获取模板文件名列表") return get_file_names(TEMPLATES_DIR, plain, filetypes=[".csv", "json"]) def get_template_content(templates, selection, original_system_prompt): logging.info(f"应用模板中,选择为{selection},原始系统提示为{original_system_prompt}") try: return templates[selection] except: return original_system_prompt def reset_state(): logging.info("重置状态") return [], [], [], construct_token_message(0) def reset_textbox(): logging.debug("重置文本框") return gr.update(value="") def reset_default(): newurl = shared.state.reset_api_url() os.environ.pop("HTTPS_PROXY", None) os.environ.pop("https_proxy", None) return gr.update(value=newurl), gr.update(value=""), "API URL 和代理已重置" def change_api_url(url): shared.state.set_api_url(url) msg = f"API地址更改为了{url}" logging.info(msg) return msg def change_proxy(proxy): os.environ["HTTPS_PROXY"] = proxy msg = f"代理更改为了{proxy}" logging.info(msg) return msg def hide_middle_chars(s): if s is None: return "" if len(s) <= 8: return s else: head = s[:4] tail = s[-4:] hidden = "*" * (len(s) - 8) return head + hidden + tail def submit_key(key): key = key.strip() msg = f"API密钥更改为了{hide_middle_chars(key)}" logging.info(msg) return key, msg def replace_today(prompt): today = datetime.datetime.today().strftime("%Y-%m-%d") return prompt.replace("{current_date}", today) def get_geoip(): try: response = requests.get("https://ipapi.co/json/", timeout=5) data = response.json() except: data = {"error": True, "reason": "连接ipapi失败"} if "error" in data.keys(): logging.warning(f"无法获取IP地址信息。\n{data}") if data["reason"] == "RateLimited": return ( f"获取IP地理位置失败,因为达到了检测IP的速率限制。聊天功能可能仍然可用。" ) else: return f"获取IP地理位置失败。原因:{data['reason']}。你仍然可以使用聊天功能。" else: country = data["country_name"] if country == "China": text = "**您的IP区域:中国。请立即检查代理设置,在不受支持的地区使用API可能导致账号被封禁。**" else: text = f"您的IP区域:{country}。" logging.info(text) return text def find_n(lst, max_num): n = len(lst) total = sum(lst) if total < max_num: return n for i in range(len(lst)): if total - lst[i] < max_num: return n - i - 1 total = total - lst[i] return 1 def start_outputing(): logging.debug("显示取消按钮,隐藏发送按钮") return gr.Button.update(visible=False), gr.Button.update(visible=True) def end_outputing(): return ( gr.Button.update(visible=True), gr.Button.update(visible=False), ) def cancel_outputing(): logging.info("中止输出……") shared.state.interrupt() def transfer_input(inputs): # 一次性返回,降低延迟 textbox = reset_textbox() outputing = start_outputing() return ( inputs, gr.update(value=""), gr.Button.update(visible=True), gr.Button.update(visible=False), ) def get_proxies(): # 获取环境变量中的代理设置 http_proxy = os.environ.get("HTTP_PROXY") or os.environ.get("http_proxy") https_proxy = os.environ.get("HTTPS_PROXY") or os.environ.get("https_proxy") # 如果存在代理设置,使用它们 proxies = {} if http_proxy: logging.info(f"使用 HTTP 代理: {http_proxy}") proxies["http"] = http_proxy if https_proxy: logging.info(f"使用 HTTPS 代理: {https_proxy}") proxies["https"] = https_proxy if proxies == {}: proxies = None return proxies def run(command, desc=None, errdesc=None, custom_env=None, live=False): if desc is not None: print(desc) if live: result = subprocess.run(command, shell=True, env=os.environ if custom_env is None else custom_env) if result.returncode != 0: raise RuntimeError(f"""{errdesc or 'Error running command'}. Command: {command} Error code: {result.returncode}""") return "" result = subprocess.run(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True, env=os.environ if custom_env is None else custom_env) if result.returncode != 0: message = f"""{errdesc or 'Error running command'}. Command: {command} Error code: {result.returncode} stdout: {result.stdout.decode(encoding="utf8", errors="ignore") if len(result.stdout)>0 else ''} stderr: {result.stderr.decode(encoding="utf8", errors="ignore") if len(result.stderr)>0 else ''} """ raise RuntimeError(message) return result.stdout.decode(encoding="utf8", errors="ignore") def versions_html(): git = os.environ.get('GIT', "git") python_version = ".".join([str(x) for x in sys.version_info[0:3]]) try: commit_hash = run(f"{git} rev-parse HEAD").strip() except Exception: commit_hash = "" if commit_hash != "": short_commit = commit_hash[0:7] commit_info = f"{short_commit}" else: commit_info = "unknown \U0001F615" return f""" Python: {python_version}  •  Gradio: {gr.__version__}  •  Commit: {commit_info} """ def add_source_numbers(lst, source_name = "Source", use_source = True): if use_source: return [f'[{idx+1}]\t "{item[0]}"\n{source_name}: {item[1]}' for idx, item in enumerate(lst)] else: return [f'[{idx+1}]\t "{item}"' for idx, item in enumerate(lst)] def add_details(lst): nodes = [] for index, txt in enumerate(lst): brief = txt[:25].replace("\n", "") nodes.append( f"
{brief}...

{txt}

" ) return nodes